Search results

Analysis of results

Epic

Status: Open.

#45 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Apr 9, 2021

Choice of figures

Analysis

Research

Writing

Status: Open.

#44 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Apr 9, 2021

Choice of convincing evidence and experiments if necessary

Analysis

Status: Open.

#43 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Apr 9, 2021

DIscussion

Analysis

Writing

Status: Open.

#36 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery publication



Results

Writing

Status: Open.

#35 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery publication



Methods

Writing

Status: Open.

#34 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery publication



Background and prior work

Research

Writing

Status: Open.

#33 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery publication



Introduction

Writing

Status: Open.

#32 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery publication



Bonus project

enhancementNew feature or requestNew feature or request

Status: Open.

#31 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021



Introduction

Writing

Status: Open.

#30 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

GAN article publication



Background and prior work

Research

Writing

Status: Open.

#29 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

GAN article publication



Methods

Writing

Status: Open.

#28 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

GAN article publication



Results

Writing

Status: Open.

#27 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

GAN article publication



Discussion

Analysis

Writing

Status: Open.

#26 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

GAN article publication



Comparison of results and interpretation

Analysis

Status: Open.

#25 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Data augmentation results



Biomarker discovery with augmented data

Deployment

Status: Open.

#24 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Data augmentation results



Synthetic data validation

Development

Status: Open.

#23 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Data augmentation results



Model development

Development

Status: Open.

#22 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Data augmentation results



Interpretation of the results

Analysis

Status: Open.

#21 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery experimental results



Hypothesis testing

Analysis

Status: Open.

#20 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery experimental results

1 comment



Methylation data

good first issueGood for newcomersGood for newcomers

Status: Open.

#19 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery experimental results



miRNA data

good first issueGood for newcomersGood for newcomers

Status: Open.

#18 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery experimental results



Expression data

good first issueGood for newcomersGood for newcomers

Status: Open.

#17 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 16, 2021

· 

Biomarker discovery experimental results

1 comment



Autoencoder pipeline

Development

Epic

Status: Open.

#14 In AiPBAND/SDAE-biomarkers;

· jgeofil opened on Mar 9, 2021

· 

Basic model



Cross-validation and hyperparameter tuning

Deployment

Development

Status: Open.

#11 In AiPBAND/SDAE-biomarkers;

· nash5202 opened on Feb 8, 2021

· 

Basic model